Mate LLMs are literally gobbling up energy as if they’re working at a power plant gloryhole. It’s furthering the climate crisis, not solving it. They’re also incapable of logic to make something new so they’re not gonna invent anything. AI in general has it’s uses but LLMs are not the golden goose you should bet on. And profits from them are afaik non existent. They only come from investors thinking it’ll be profitable some day but it’s a way too energy intense process to be profitable
teawrecks@sopuli.xyz 4 weeks ago
I understand that you are familiar with the buzzword “LLM”, but let me introduce you to a different one: transformers.
Virtually all modern successful AIs are based on transformers, LLMs included. I agree that LLMs currently amount to a chinese-room-inspired parlor trick, but the money involved has no doubt advanced all transfomer-based AI research, both directly (what works for LLMs may generalize) and indirectly (the market demand for LLMs in consumer products has created the a demand for power and compute hardware).
We have transformer-based AI to thank for our understanding of the covid19 protein, and developing a safe and effective vaccine in a timely manner.
The massive demand for energy has convinced Microsoft, Meta, and others to invest in their own modern nuclear power plants, representing a monumental step forward in sustainable energy generation that we have been trying to convince the US government to take for decades.
Modern AI is being used to solve the hardest problems of nuclear fusion. If we can finally crack that nut, there’s no telling what’s possible.
But specifically when it comes to LLMs, profitable or not, people obviously find them useful. People aren’t using it in place of search engines, or doing all their homework with it because they don’t find it useful. My only argument is that any AI trained on public content without consent should be required to effectively buy a license from, or pay royalties to the public. If McDonald’s is going to replace their front counters with AI trained on public content, then they should have to pay taxes proportional to how much use they get from that AI.
In the theoretical extreme, if someone trains an AI on the general public’s data, and is able to create an AI that somehow replaces every job on earth, then congrats, we now live in a post-work society, we just need to reach out and take it rather than letting one person capitalize infinitely.
And at the end of the day, if you honestly believe the profits from AI are non-existent, then what are you worried about? All those companies putting all their eggs in the LLM basket are going to disappear overnight when the AI bubble finally pops, right?
Sas@beehaw.org 4 weeks ago
There’s a reason why in my comment i talked about LLMs as bad while saying AI in general has it’s uses. The reason being this post being about LLMs.
I know very well that specialized AI has a lot of uses in medical science and other fields but that’s not really what got hit with all the hype, is it? The hype is managers saw a language model give seemingly better answers to questions than John Rando from 2 blocks down the road so they’re now looking to cut out all the already low paid workers and spoiler alert we will not land in a society where the general public profits from not having work. It will be the same owners of capital profiting as per usual.
teawrecks@sopuli.xyz 4 weeks ago
If we do nothing, sure. I’m suggesting, like the article, that we do something.
The only sentiment I took issue with was the poster above who suggested that somehow the solution would be to delete/destroy illegally trained networks. I’m just saying that’s not practical nor progressive. AI is here to stay, we just need to create legislature that ensures it works for us, especially when it couldn’t have been built without us.
fracture@beehaw.org 4 weeks ago
would love to see a source for AI helping with the covid 19 vaccine
teawrecks@sopuli.xyz 4 weeks ago
For sure, here you go.